AI RESEARCH
Clinically-Grounded Counterfactual Reasoning for Medical Video Diagnosis
arXiv CS.CV
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ArXi:2605.26483v1 Announce Type: new Medical video diagnosis involves inferring clinical decisions from dynamic tissue responses throughout examination processes. Existing methods rely on an end-to-end learning paradigm that i) focuses on appearance rather than pathology, ii) lacks clinical priors, and iii) reasons solely from observations without counterfactual comparison. This work